Two intuitive choices are mean pooling [1]} and max pooling [2]}:
\(\textsc {Global}_{\textsc {mean}} &=& \textsc {Mean} ({\bf H}^L), \\\textsc {Global}_{\textsc {max}} &=& \textsc {Max} ({\bf H}^L).\) 
